Real-time budget optimization that stops wasted ad spend before it happens
Real-time ad budget optimization SaaS for underserved e-commerce media buyers and agencies.
Every artifact below transfers to your accounts on day one. The whole engine.
Custom scope to take Campaign Budget AI from MVP shell to operating business.
The GTM is proven with 20 demos monthly to a 500k-business TAM spending $5k+ on paid ads, averaging $150/month deal sizes that compound. Media buyers actively patch gaps left by platform tools alone. The outbound channel through LinkedIn to brand CMOs is repeatable and low-cost. Attribution remains hard, but service-led onboarding and strong product stickiness can bridge early renewal churn if you earn customer trust.
Google and Meta are aggressively embedding budget reallocation into their native platforms at zero cost, commoditizing the core value prop. Google Ads API access tiers are restrictive and revocable, risking product viability overnight if access is downgraded. Attribution is nearly impossible to prove cleanly, making renewal justification hard and customer churn likely. Success probability is only 12%. Year-one take-home is negative $38k despite $115k mid-case ARR projections.
An existing SaaS operator or boutique agency founder with hands-on Google Ads API experience and direct relationships with media buyers or brand marketing teams. Must have proven GTM execution ability and sufficient runway to weather high churn and long attribution cycles. Technical co-founder or strong technical operator is essential. Ideally brings an existing warm customer list to accelerate initial sales velocity.
From contract signing to operating business.
Three ways in, depending on how much you want to build yourself.
Read the full buyer brief on every product in the catalog. All Fermi math, all agent specs, all sales kits, all skeptic memos. Cancel any time.
The full asset bundle transfers to your accounts. Brand, domain, landing, agent spec, financial model, sales kit, founder persona, video. You own it.
A Roll Digital chief operator builds Campaign Budget AI for you. AI-amplified: unlimited Claude + Codex tokens. What used to take weeks, days at our speed.